Cover image for Statistical strategies for small sample research
Title:
Statistical strategies for small sample research
Author:
Hoyle, Rick H.
Publication Information:
Thousand Oaks, Calif. : Sage Publications, [1999]

©1999
Physical Description:
xxi, 367 pages : illustrations ; 24 cm
Language:
English
Added Author:
ISBN:
9780761908852

9780761908869
Format :
Book

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Call Number
Material Type
Home Location
Status
Central Library HA29 .S7844 1999 Adult Non-Fiction Central Closed Stacks
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Summary

Summary

This book provides encouragement and strategies for researchers who routinely address research questions using data from small samples. Chapters cover such topics as: using multiple imputation software with small sets; computing and combining effect sizes; bootstrap hypothesis testing; when to use latent variable modeling; time-series data from small numbers of individuals; and sample size, reliability and tests of statistical mediation.


Author Notes

Wai Chan is Assistant Professor of Psychology at the Chinese University of Hong Kong
Wynne W. Chin is Associate Professor in the College of Business Administration at the University of Houston
Rachel T. Fouladi is Assistant Professor of Educational Psychology at the University of Texas at Austin
John W. Graham is Professor of Biobehavioral Health at Pennsylvania State University
Samuel B. Green is Professor and Chair of the Department of Psychology and Research in the School of Education at the University of Kansas
Kit-Tai Hau is Lecturer on the Faculty of Education at the Chinese University of Hong Kong
Dominique M. A. Haughton is Associate Professor of Statistics in the Mathematical Sciences Department at Bentley College
Scott L. Hershberger is Assistant Professor of Quantitative Psychology in the Department of Psychology at the University of Kansas
Rick H. Hoyle is Associate Professor of Psychology and Director of Methodology and Statistics at the Center for Prevention Research at the University of Kentucky
Robert A. R. G. Jansen is Statistical Researcher at the Department of Trade, Transport and Services of the Central Statistical Office, The Netherlands
David A. Kenny is Professor of Psychology at the University of Connecticut
Sharon H. Kramer is a doctoral candidate in the Department of Psychology at Harvard University
Janet G. Marquis is Director of the Research Design and Analysis Unit in the Institute for Life Span Studies at the University of Kansas
Herbert W. Marsh is Research Professor of Education at the University of Western Sydney-Macarthur in Australia
Scott E. Maxwell is Professor of Psychology at the University of Notre Dame
Cyrus R. Mehta is Adjunct Associate Professor in the Department of Biostatistics at the Harvard School of Public Health
Peter C. M. Molenaar is Professor of Psychology at the University of Amsterdam
John R. Nesselroade is Hugh Scott Hamilton Professor of Psychology at the University of Virginia
Peter R. Newsted is Professor of Management Information Systems at the University of Calgary
Johan H. L. Oud is Associate Professor of Longitudinal Assessment Methods in the Department of Special Education at the University of Nijmegen, The Netherlands
Nitin R. Patel is Vice President and cofounder of Cytel Software Corporation and Visiting Professor of Management Science at the Sloan School of Management at M.I.T.
Robert Rosenthal is Edgar Pierce Professor of Psychology at Harvard University
Joseph L. Schafer is Assistant Professor of Statistics at Pennsylvania State University
James H. Steiger is Professor of Psychology at the University of British Columbia
Anre Venter is Director of Undergraduate Studies in the Department of Psychology at the University of Notre Dame
Dennis D. Wallace is Assistant Professor of Biostatistics in the Department of Preventive Medicine at the University of Kansas Medical Center
Yiu-Fai Yung is Assistant Professor of Psychometrics at the University of North Carolina at Chapel Hill


Table of Contents

On the Performance of Multiple Imputation for Multivariate Data with Small Sample SizeJohn W Graham and Joseph L Schafer
Maximizing Power in Randomized Designs When N is SmallAnre Venter and Scott E Maxwell
Effect Sizes and Significance Levels in Small-Sample ResearchSharon H Kramer and Robert Rosenthal
Statistical Analysis Using BootstrappingYiu-Fai Yung and Wai Chan
Concepts and Implementation
Meta-Analysis of Single-Case DesignsScott L Hershberger et al
Exact Permutational Inference for Categorical and Nonparametric DataCyrus R Mehta and Nitin R Patel
Tests of an Identity Correlation StructureRachel T Fouladi and James H Steiger
Sample Size, Reliability and Tests of Statistical MediationRick H Hoyle and David A Kenny
Pooling Lagged Covariance Structures Based on Short, Multivariate Time Series for Dynamic Factor AnalysisJohn R Nesselroade and Peter C M Molenaar
Confirmatory Factor AnalysisHerbert W Marsh and Kit-Tai Hau
Strategies for Small Sample Sizes
Small Samples in Structural Equation State Space ModelingJohan H L Oud and Robert A R G Jansen and Dominique M A Haughton
Structural Equation Modeling Analysis with Small Samples Using Partial Least SquaresWynne W Chin and Peter R Newsted

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